Prompt caching is the single biggest lever for cutting Claude Code costs on long sessions. It lets the API skip reprocessing your entire conversation history on every turn, billing you roughly one tenth the normal input rate for repeated prefixes. This guide covers how the cache is organized, the eight actions that invalidate it, the… Continue reading
Code review is the part of shipping software that everyone respects and almost no one enjoys. Claude Code’s code review feature takes the repetitive burden off your team by running a fleet of specialized agents over every pull request and posting inline findings as comments on the exact lines that need attention. This guide walks… Continue reading
Common workflows are the everyday recipes that turn Claude Code from a clever chat tool into a dependable pair programmer. This guide walks through the daily-use prompts you reach for during a normal workday: understanding code, fixing bugs, refactoring, writing tests, shipping pull requests, and documenting your work. Each recipe below is ready to paste… Continue reading
Claude Code AWS Bedrock integration lets enterprises run Anthropic’s coding agent through their existing AWS account, with all traffic flowing through AWS infrastructure rather than Anthropic’s public API. The setup hinges on a single environment variable, CLAUDE_CODE_USE_BEDROCK=1, but the surrounding IAM, model-access, and regional considerations are where most teams stumble. This guide walks through a… Continue reading
Claude Code Docker deployments containerize the agent so it runs in a sandboxed, reproducible environment isolated from your host system. The pattern is popular for CI pipelines, ephemeral development containers, devcontainer setups inside VS Code, and locked-down enterprise environments where running an AI agent directly on a developer laptop is not acceptable. This guide covers… Continue reading
Claude Code for Python projects benefits more from a well-tuned CLAUDE.md than from any other configuration step. Python’s fragmented packaging landscape, its import conventions, and the gap between a Python-aware AI agent and a generic one all live or die on what you put in your project memory. This guide covers the CLAUDE.md patterns, slash… Continue reading
Claude Code for React and TypeScript projects benefits from the fact that TypeScript is the language Claude itself is built in and the one Claude Code’s training data covers most densely. But default Claude Code behavior still produces code that fights the conventions of a specific TypeScript project — the wrong import style, the wrong… Continue reading
Claude Code vs Copilot migration is the decision an increasing number of teams are running as GitHub Copilot’s April 2026 default-data-training policy pushed developers to evaluate alternatives. The migration is not a one-for-one swap — the two tools occupy different points on the AI-assisted development spectrum, and a successful transition requires unlearning Copilot habits as… Continue reading